In the exploration and exploitation of hydrocarbons through the reflective seismic method, highlighting and analyzing the geological features of faults and fractures in the data is importance. Also in seismic exploration, noise is an unexplained or unwanted component of the received seismic signals . They present an underground surface case and they are classified into two groups: random noise or coherent noise. A type of noise called footprints usually appears on seismic data due to insufficient sampling during inappropriate acquisition or processing. The presence of this noise as artifact، obscures the geological information collected by the seismic data, and proper imaging of the earth's structure is performed after attenuation of such noise. In this research, a method has been used to eliminate this noise of stacked data of smoothing operators and preservation of two-dimensional edge in the frequency offset domain.This algorithm will be used with the aim of removing footprint noise from seismic data, attenuating random and coherent noise ، lateral cohesion and also preserving the edge in structural discontinuities.